Renal amyloidosis and gastrogastric intussusception in a West Highland White Terrier
Bibliographic record
Abstract
A 4 year old male West Highland White Terrier presented to Cornell University's Hospital for Animals for evaluation of acute severe azotemia and hyperphosphatemia, oliguria and vomiting for three days duration. Diagnostic results revealed evidence of renal failure and glomerular protein loss. Imaging results revealed a gastro-gastric intussesception and severely hyperechoic and bilaterally enlarged kidneys. The patient's intussusception was corrected via endoscopy to prevent deterioration. Endoscopic gastric biopsies revealed edema and inflammation, and the intussusception was hypothesized to be secondary to vomiting from the patient's severe renal disease. Ultrasound-guided true-cut kidney biopsies were taken, the results of which revealed evidence of both interstitial and glomerular renal amyloidosis. This case report discusses the pathogenesis, common clinical presentation, diagnosis, potential treatments, and prognosis of gastrogastric intussusception, as well as renal amyloidosis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".